lean data governance, analytics and visualization meeting 1/presentations/lean data...lean data...
TRANSCRIPT
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Lean Data Governance, Analytics
and Visualization
Information contained in this presentation is OST proprietary and confidential, and not to be disclosed without written consent by OST, Inc.
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Discussion Outline
OST Background
Current State
Data Lifecycle
Governance, Analytics & Visualization
Lean Approach
Conclusion
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TOP SECRET
Facility Clearance
CERTIFICATIONS & APPRAISALS
CMMI DEV Level 5 | CMMI Service Level 3
ITIL V3-1 | SAFe/Agile/DevSecOps | AWS Cloud
ISO:9001:2008 | ISO standards 27001, 20000, 10002
WHO WE SERVE
80% Federal Government
20% State and Local Government
Who We Are
550+ Employees, 2000+ Total Staff
Incorporated in 1999
OUR KEY POINTS
Supporting Federal, State, Local
Transformational and innovative solutions
AI/Machine Learning Cyber Security Anomaly Detection Asset/Resource Management
Data Fusion, Correlation & Visualization
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DATA is EVERYTHING & EVERYTHING is DATA
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Too Much Data…
23 billion SMS/day
50 billion messages/day
224 billion emails are sent/day
1.5 billion people on Facebook daily
5 billion searches/day
90% of all data has been created in the last two years…
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Too Many Data Issues…
Data-related problems cost the majority of companies more than $5 million annually…
Typical annual cost of Data related Issues
Source: https://www.forbes.com
8%
18%
15%
5% 14%
18%
9%
Under $1 million
$1 million - 1.9 million
$2 million - 4.9 million
$5 million - 9.9 million
$10 million - 19.9 million
$20 million - plus
Don't know
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HOW DO WE
CONVERT DATA
INTO
ACTIONABLE
INSIGHTS
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Data Lifecycle
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Data Lifecycle
An effective data governance can be the difference between SUCCESS and FAILURE
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OST Data Governance Framework Data Architecture Management - Value Chain Analysis - Enterprise Architecture - Related Architectures
Data Development - Data Analysis - Data Modeling - Database Design - Implementation
Metadata Management - Architecture - Integration - Control - Delivery
Data Security Management - Standards - Classifications - Administration - Authentication - Auditing
Database Operations Management - Acquisition - Recovery - Tuning - Retention
Data Quality Management - Specification - Analysis - Measurement - Improvement
Data Warehouse & Business Intelligence Management - Architecture - Implementation - Monitoring - Training & Support - Data Mining - Predictive Analytics
Citation: https://dama.org/
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The Lean Way
Start with defining the Business Impact Acquire the data you really need – Actively reduce data volumes
Implement right data and analytics governance
Flexible architecture for greater consistency, reuse, and adaptability
Automation and embedded rules to ease data governance
Promote self-organizing and self-governing teams
Ongoing learning and refinement based on real data
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One Size Does Not Fit ALL
Adaptive Data and Analytics Governance should be based on organizational capability that will deliver required business outcomes…
Source: https://www.gartner.com
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Visualization – Learn From the BEST
The famous (well, geek famous) infographic depicting Napoleon’s disastrous campaign into (and out of) Russia in the War of 1812, created by Charles Joseph Minard
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Bottom Line
Data is our most valuable asset
To avoid the cost of inaccurate decisions and drive successful business outcomes, organizations need to implement the right data governance, analytics and visualization…
“In God we trust. All others must bring data.” – W. Edwards Deming
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DC HQ: 2101 L Street NW, Suite 800 Washington, DC 20037 Phone: 202-466-8099
Virginia: 1676 International Drive, Suite 1100 McLean, VA 22102 Phone: 703-462-9700
Maryland: 8400 Corporate Drive, Suite 350 Hyattsville, MD 20785 Phone: 301-577-4104
Thank You Sonu Goel
Vice President [email protected]
703-459-5697